Explainability and Trust in Agentic AI Systems: A Survey

Anil Gavandi1

1Computer Technology, S.E.S. Polytechnic, Solapur

Abstract - Agentic AI systems represent a new generation of intelligent systems capable of autonomous planning, reasoning, memory management, and tool utilization. As these systems become more powerful, concerns regarding transparency, explainability, accountability, and trustworthiness are growing. This survey reviews recent developments in explainable and trustworthy Agentic AI, discusses existing techniques and frameworks, and highlights future research opportunities.

Key Words:  Agentic AI, Explainable AI, XAI, Trustworthy AI, Autonomous Agents, Multi-Agent Systems, Transparency, Governance, Large Language Models